Non-linear Convolution Filters for CNN-Based Learning. - Georgios Zoumpourlis; Alexandros Doumanoglou; Nicholas Vretos; Petros Daras (ICCV, 2017)

TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition. - Mina Bishay; Georgios Zoumpourlis; Ioannis Patras (BMVC, 2019)

Pairwise Ranking Network for Affect Recognition. - Georgios Zoumpourlis; Ioannis Patras (ACII, 2021)

CovMix: Covariance Mixing Regularization for Motor Imagery Decoding. - Georgios Zoumpourlis; Ioannis Patras (BCI, 2022)

Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training. - Georgios Zoumpourlis; Ioannis Patras (BCI, 2024)